Econometric Assessment of the Effect of Small and Medium Enterprises on Economic Development (The ASE of Azerbaijan)

S. Orujov, E. Alakbarov, Javid Maharramov
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Abstract

. It is important to understand the effect of Small and medium enterprises (hereinafter-called SME) on economic development the dependent variable cannot have a causal impact on the past values of the endogenous regressors (Arellano and Bond, 1991). Relying on this fact, we construct instruments for possible endogenous SME growth variable using its own past values. After filtering out the variation (noise) in SME growth variable in current period which is not associated with its own lagged values we hope that there will not be any signal left in the predicted values of SME growth variable which can be affected by current period GDP contemporaneously. After doing so, we believe that any positive regression coefficient obtained is purely due to causality flowing from SME growth to GDP and not vice versa. Moreover, we use three different fixed effects model for robustness check purposes and find that the relationship between SME growth variable and GDP in each sector stays positive and statistically significant which makes our results more convincing.
中小企业对经济发展影响的计量经济评估(阿塞拜疆ASE)
. 重要的是要了解中小企业(以下简称SME)对经济发展的影响,因变量不能对内生回归量的过去值产生因果影响(Arellano和Bond, 1991)。基于这一事实,我们使用其自身的过去值构建了可能的内生中小企业增长变量的工具。在过滤掉中小企业成长变量当期与自身滞后值无关的变异(噪声)后,我们希望中小企业成长变量的预测值中不会留下任何可以同时受当期GDP影响的信号。在这样做之后,我们认为得到的任何正回归系数纯粹是由于从中小企业增长流向GDP的因果关系,而不是相反。此外,我们使用三种不同的固定效应模型进行稳健性检验,发现各部门中小企业增长变量与GDP之间的关系保持正相关且统计显著,这使得我们的结果更具说服力。
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